Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

5 May 2017

Douwe Kiela

Papers citing "Supervised Learning of Universal Sentence Representations from Natural Language Inference Data"

50 / 870 papers shown

Title
Boosting Neural Language Inference via Cascaded Interactive Reasoning Min Li Chun Yuan ReLM LRM 43 0 0 10 May 2025
Using External knowledge to Enhanced PLM for Semantic Matching Min Li Chun Yuan 31 0 0 10 May 2025
Out-of-the-Box Conditional Text Embeddings from Large Language Models Kosuke Yamada Peinan Zhang 27 0 0 23 Apr 2025
Cross-Document Cross-Lingual Natural Language Inference via RST-enhanced Graph Fusion and Interpretability Prediction Mengying Yuan Wangzi Xuan Fei Li 30 0 0 11 Apr 2025
CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement Gaifan Zhang Yi Zhou Danushka Bollegala 153 0 0 21 Mar 2025
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation Zihao Chen H. Handa Miho Ohsaki Kimiaki Shirahama 59 0 0 12 Mar 2025
Set-Theoretic Compositionality of Sentence Embeddings Naman Bansal Yash Mahajan Sanjeev Kumar Sinha S. Karmaker CoGe 77 0 0 28 Feb 2025
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks Ziyan Jiang Rui Meng Xinyi Yang Semih Yavuz Yingbo Zhou Wenhu Chen MLLM VLM 51 19 0 03 Jan 2025
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey) S. Oota Zijiao Chen Manish Gupta R. Bapi G. Jobard F. Alexandre X. Hinaut 3DV AI4CE 49 11 0 31 Dec 2024
Comateformer: Combined Attention Transformer for Semantic Sentence Matching Bo Li Di Liang Zixin Zhang 67 2 0 10 Dec 2024
What do physics-informed DeepONets learn? Understanding and improving training for scientific computing applications Emily Williams Amanda A. Howard B. Meuris P. Stinis AI4CE 71 0 0 27 Nov 2024
BanglaEmbed: Efficient Sentence Embedding Models for a Low-Resource Language Using Cross-Lingual Distillation Techniques Muhammad Rafsan Kabir Md. Mohibur Rahman Nabil Mohammad Ashrafuzzaman Khan 62 0 0 22 Nov 2024
Comparative Analysis of Pooling Mechanisms in LLMs: A Sentiment Analysis Perspective Jinming Xing Ruilin Xing Yan Sun Ruilin Xing LLMAG 69 2 0 22 Nov 2024
Using ChatGPT-4 for the Identification of Common UX Factors within a Pool of Measurement Items from Established UX Questionnaires Stefan Graser Stephan Böhm Martin Schrepp 76 2 0 20 Nov 2024
Towards Competitive Search Relevance For Inference-Free Learned Sparse Retrievers Zhichao Geng Dongyu Ru Yang Yang 23 1 0 07 Nov 2024
End-to-End Ontology Learning with Large Language Models Andy Lo Albert Q. Jiang Wenda Li M. Jamnik 18 1 0 31 Oct 2024
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction Sergio Burdisso S. Madikeri P. Motlícek 37 1 0 24 Oct 2024
Beyond Retrieval: Generating Narratives in Conversational Recommender Systems Krishna Sayana Raghavendra Vasudeva Yuri Vasilevski Kun Su Liam Hebert H. Pham Ambarish Jash Sukhdeep S. Sodhi 3DV 35 4 0 22 Oct 2024
Augmenting Legal Decision Support Systems with LLM-based NLI for Analyzing Social Media Evidence Ram Mohan Rao Kadiyala Siddartha Pullakhandam Kanwal Mehreen Subhasya Tippareddy Ashay Srivastava AILaw 33 0 0 21 Oct 2024
Improve Dense Passage Retrieval with Entailment Tuning Lu Dai Hao Liu Hui Xiong RALM 35 4 0 21 Oct 2024
Large Language Models Are Overparameterized Text Encoders Thennal D K Tim Fischer Chris Biemann 38 2 0 18 Oct 2024
UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation Zixuan Li Jing Xiong Fanghua Ye Chuanyang Zheng Xun Wu ... Xiaodan Liang Chengming Li Zhenan Sun Lingpeng Kong Ngai Wong RALM UQLM 32 2 0 03 Oct 2024
SWE2: SubWord Enriched and Significant Word Emphasized Framework for Hate Speech Detection Guanyi Mou Pengyi Ye Kyumin Lee 29 17 0 25 Sep 2024
MEXMA: Token-level objectives improve sentence representations Joao Maria Janeiro Benjamin Piwowarski Patrick Gallinari Loïc Barrault 31 1 0 19 Sep 2024
VFLGAN-TS: Vertical Federated Learning-based Generative Adversarial Networks for Publication of Vertically Partitioned Time-Series Data Xun Yuan Zilong Zhao P. Gope Biplab Sikdar AI4TS 25 1 0 05 Sep 2024
Density Matrices for Metaphor Understanding Jay Owers Ekaterina Shutova Martha Lewis 13 0 0 12 Aug 2024
Towards Flexible Evaluation for Generative Visual Question Answering Huishan Ji Q. Si Zheng Lin Weiping Wang 22 1 0 01 Aug 2024
Multiple Instance Verification Xin Xu Eibe Frank G. Holmes 31 0 0 09 Jul 2024
TRACE: TRansformer-based Attribution using Contrastive Embeddings in LLMs Cheng Wang Xinyang Lu Szu Hui Ng Bryan Kian Hsiang Low 40 0 0 06 Jul 2024
Is Your Large Language Model Knowledgeable or a Choices-Only Cheater? Nishant Balepur Rachel Rudinger 47 6 0 02 Jul 2024
Preserving Multilingual Quality While Tuning Query Encoder on English Only Oleg V. Vasilyev Randy Sawaya John Bohannon 35 1 0 01 Jul 2024
Optimal synthesis embeddings Roberto Santana M. R. Sicre 16 0 0 10 Jun 2024
Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss Bowen Zhang Chunping Li 42 2 0 08 Jun 2024
The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding K. Enevoldsen Márton Kardos Niklas Muennighoff Kristoffer Laigaard Nielbo 42 9 0 04 Jun 2024
Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference Y. Liu Mengyu Li Di Liang Ximing Li Fausto Giunchiglia Lan Huang Xiaoyue Feng Renchu Guan 34 3 0 21 May 2024
A Novel Method for News Article Event-Based Embedding Koren Ishlach Itzhak Ben-David Michael Fire Lior Rokach 32 0 0 20 May 2024
A Survey on Transformers in NLP with Focus on Efficiency Wazib Ansar Saptarsi Goswami Amlan Chakrabarti MedIm 40 2 0 15 May 2024
Enhancing Trust in LLM-Generated Code Summaries with Calibrated Confidence Scores Yuvraj Virk Prem Devanbu Toufique Ahmed 62 10 0 30 Apr 2024
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings Kang Liu 32 3 0 25 Apr 2024
OmniSearchSage: Multi-Task Multi-Entity Embeddings for Pinterest Search Prabhat Agarwal SK MinhazulIslam Nikil Pancha Kurchi Subhra Hazra Jiajing Xu Chuck Rosenberg 33 5 0 25 Apr 2024
Semantic Cells: Evolutional Process to Acquire Sense Diversity of Items Yukio Ohsawa Dingming Xue Kaira Sekiguchi 20 0 0 23 Apr 2024
How often are errors in natural language reasoning due to paraphrastic variability? Neha Srikanth Marine Carpuat Rachel Rudinger LRM 35 2 0 17 Apr 2024
VFLGAN: Vertical Federated Learning-based Generative Adversarial Network for Vertically Partitioned Data Publication Xun Yuan Yang Yang P. Gope A. Pasikhani Biplab Sikdar 42 2 0 15 Apr 2024
MSciNLI: A Diverse Benchmark for Scientific Natural Language Inference Mobashir Sadat Cornelia Caragea 40 4 0 11 Apr 2024
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders Parishad BehnamGhader Vaibhav Adlakha Marius Mosbach Dzmitry Bahdanau Nicolas Chapados Siva Reddy 53 178 0 09 Apr 2024
Semantically Enriched Cross-Lingual Sentence Embeddings for Crisis-related Social Media Texts Rabindra Lamsal M. Read S. Karunasekera 29 1 0 25 Mar 2024
Ultra Low-Cost Two-Stage Multimodal System for Non-Normative Behavior Detection Albert Lu Stephen Cranefield 30 0 0 24 Mar 2024
CoLLEGe: Concept Embedding Generation for Large Language Models Ryan Teehan Brenden Lake Mengye Ren 44 3 0 22 Mar 2024
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs Preetam Prabhu Srikar Dammu Himanshu Naidu Mouly Dewan YoungMin Kim Tanya Roosta Aman Chadha Chirag Shah 46 6 0 12 Mar 2024
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts Yijun Yang Ruiyuan Gao Xiao Yang Qiang Xu Qiang Xu 32 15 0 03 Mar 2024